Named Entity Recognition for Impact Evaluation
The original article on named entity recognition was first published on Substack. This is a somewhat modified version of the same article. **Imagine unlocking the power to extract crucial insights …
Python
How to Ace Categorical Variables in Data Science
Processing categorical variables in machine learning can be a complex and daunting task, but it is essential to unlock the full potential of your data. This article covers best practices for working …
Handle Missing Data In Machine Learning
Dealing with missing data is a common challenge in machine learning, as it can have a significant impact on the accuracy and reliability of the model. There are several approaches to handling missing …
Configuring A Virtual Environment In Python
In my previous article, I mentioned installing virtualenv to isolate environments and using them instead of using the global python environment for specific projects. The process of installing and …
How To Install Python On MacOS Ventura 13.0.1+
Since macOS Ventura doesn’t come with the pre-installed python, many people face difficulty understanding why they can’t use python out of the box on their MacBook. I also met a similar …